The role involves optimizing multimodal generative models for realtime applications, designing new algorithms, and developing interactive capabilities.
About the Role
Responsibilities
Experience
Compensation
At Luma, the Realtime Interactive team is responsible for building an entirely new paradigm for generated content, allowing users to interact with a model’s outputs as they are being generated. The team works closely with the Fundamental Research, Data, and Performance Optimization teams to train fast and efficient realtime models as World Simulators and beyond.
- Work on top of pretrained multimodal generative models to fine-tune and optimize them for realtime generation
- Design novel algorithms and techniques to solve problems with autoregressive visual generation, long-range temporal consistency, and long-term memory
- Develop interactive applications with tight latency constraints
- Process data to develop advanced interactive capabilities and controls for World Modeling, such as controlling character and camera movement, audio, and more
- Experience with fine-tuning large-scale generative models
- Proficiency in PyTorch and distributed training frameworks
- (Preferred) Strong background in methods for optimizing model inference (distillation, quantization, sparsity, compression, etc.)
- (Preferred) Experience in gathering, processing, and annotating datasets
The base pay range for this role is $187,500 – $395,000 per year.
Top Skills
Distributed Training Frameworks
PyTorch
Similar Jobs
Healthtech • Software
This role involves owning technical hiring, partnering with leaders, leading sourcing efforts, and delivering a high-quality candidate experience, focusing on Engineering, Data, and Machine Learning functions.
Top Skills:
Greenhouse
%20copy.jpg)
Software
As a Senior Quality Engineer, you will lead quality initiatives, mentor junior engineers, and drive improvements in testing processes, focusing on UI and API testing to enhance customer experience.
Top Skills:
BashBitbucketDockerGitGitPlaywrightPostmanPytestPython
.png)
Healthtech • Social Impact • Software
The ROI Operations Supervisor ensures compliance in medical record requests, leads a team, monitors performance metrics, and drives operational improvements while being a subject matter expert in HIPAA and privacy regulations.
What you need to know about the Calgary Tech Scene
Employees can spend up to one-third of their life at work, so choosing the right company is crucial, not just for the job itself but for the company culture as well. While startups often offer dynamic culture and growth opportunities, large corporations provide benefits like career development and networking, especially appealing to recent graduates. Fortunately, Calgary stands out as a hub for both, recognized as one of Startup Genome's Top 100 Emerging Ecosystems, while also playing host to a number of multinational enterprises. In Calgary, job seekers can find a wide range of opportunities.
